Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	22586
Missing cells	7968
Missing cells (%)	1.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.2 MiB
Average record size in memory	427.6 B

Variable types

Categorical	7
DateTime	3
Numeric	8
Text	2

Alerts

`Tipo de registro del contacto` has constant value ""	Constant
`RFM Segmento Actual` has constant value ""	Constant
`Donante Activo` has constant value ""	Constant
`Cantidad Cuotas Pagadas Global` is highly overall correlated with `Edad_donacion`	High correlation
`Edad_donacion` is highly overall correlated with `Cantidad Cuotas Pagadas Global`	High correlation
`Otra Clasificación RFM Actual` is highly imbalanced (62.8%)	Imbalance
`Género` has 388 (1.7%) missing values	Missing
`Estado Civil` has 2399 (10.6%) missing values	Missing
`Ocupación` has 4585 (20.3%) missing values	Missing
`Monto Actual` is highly skewed (γ1 = 58.50801011)	Skewed
`Cantidad de Hijos` has 7125 (31.5%) zeros	Zeros
`Lapsed Probability` has 19654 (87.0%) zeros	Zeros
`Cantidad Cuotas No Pagadas Global` has 8950 (39.6%) zeros	Zeros
`Edad_donacion` has 439 (1.9%) zeros	Zeros

Reproduction

Analysis started	2023-08-31 02:45:41.618310
Analysis finished	2023-08-31 02:45:46.617283
Duration	5 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Tipo de registro del contacto
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	198.7 KiB

Donante	22586

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	158102
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Donante
2nd row	Donante
3rd row	Donante
4th row	Donante
5th row	Donante

Common Values

Value	Count	Frequency (%)
Donante	22586	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
donante	22586	100.0%

Most occurring characters

Value	Count	Frequency (%)
n	45172	28.6%
D	22586	14.3%
o	22586	14.3%
a	22586	14.3%
t	22586	14.3%
e	22586	14.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	135516	85.7%
Uppercase Letter	22586	14.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	45172	33.3%
o	22586	16.7%
a	22586	16.7%
t	22586	16.7%
e	22586	16.7%

Uppercase Letter

Value	Count	Frequency (%)
D	22586	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	158102	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	45172	28.6%
D	22586	14.3%
o	22586	14.3%
a	22586	14.3%
t	22586	14.3%
e	22586	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	158102	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	45172	28.6%
D	22586	14.3%
o	22586	14.3%
a	22586	14.3%
t	22586	14.3%
e	22586	14.3%

Fecha de nacimiento
Date

Distinct	11661
Distinct (%)	51.6%
Missing	0
Missing (%)	0.0%
Memory size	352.9 KiB

Minimum	1932-10-11 00:00:00
Maximum	2004-12-21 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Fecha Aniversario Pago
Date

Distinct	365
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	352.9 KiB

Minimum	2023-01-01 00:00:00
Maximum	2023-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Edad
Real number (ℝ)

Distinct	73
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.436554

Minimum	18
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	352.9 KiB

Quantile statistics

Minimum	18
5-th percentile	27
Q1	34
median	41
Q3	48
95-th percentile	67
Maximum	90
Range	72
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.999841
Coefficient of variation (CV)	0.28277133
Kurtosis	1.1365991
Mean	42.436554
Median Absolute Deviation (MAD)	7
Skewness	1.0092894
Sum	958472
Variance	143.99617
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42	1024	4.5%
41	965	4.3%
40	935	4.1%
37	923	4.1%
39	922	4.1%
43	907	4.0%
38	907	4.0%
36	864	3.8%
34	820	3.6%
33	819	3.6%
Other values (63)	13500	59.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	44	0.2%
19	69	0.3%
20	32	0.1%
21	44	0.2%
22	63	0.3%
23	104	0.5%
24	216	1.0%
25	196	0.9%
26	242	1.1%
27	383	1.7%

Value	Count	Frequency (%)
90	5	< 0.1%
89	7	< 0.1%
88	9	< 0.1%
87	16	0.1%
86	9	< 0.1%
85	32	0.1%
84	27	0.1%
83	23	0.1%
82	31	0.1%
81	33	0.1%

Fecha de Captación
Date

Distinct	2772
Distinct (%)	12.3%
Missing	0
Missing (%)	0.0%
Memory size	352.9 KiB

Minimum	2004-04-22 00:00:00
Maximum	2023-01-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Monto Actual
Real number (ℝ)

SKEWED

Distinct	91
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36624.446

Minimum	1667
Maximum	4500000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	352.9 KiB

Quantile statistics

Minimum	1667
5-th percentile	20000
Q1	30000
median	30000
Q3	50000
95-th percentile	60000
Maximum	4500000
Range	4498333
Interquartile range (IQR)	20000

Descriptive statistics

Standard deviation	43206.602
Coefficient of variation (CV)	1.1797203
Kurtosis	5329.102
Mean	36624.446
Median Absolute Deviation (MAD)	10000
Skewness	58.50801
Sum	8.2719974 × 10⁸
Variance	1.8668104 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30000	9195	40.7%
50000	5099	22.6%
20000	4060	18.0%
25000	824	3.6%
40000	760	3.4%
35000	642	2.8%
60000	516	2.3%
15000	285	1.3%
100000	277	1.2%
10000	238	1.1%
Other values (81)	690	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1667	1	< 0.1%
2000	1	< 0.1%
4000	1	< 0.1%
5000	8	< 0.1%
6667	4	< 0.1%
7000	1	< 0.1%
7500	2	< 0.1%
8333	2	< 0.1%
8334	1	< 0.1%
10000	238	1.1%

Value	Count	Frequency (%)
4500000	1	< 0.1%
1650000	1	< 0.1%
1500000	2	< 0.1%
1300000	1	< 0.1%
1200000	1	< 0.1%
1000000	2	< 0.1%
650000	1	< 0.1%
520000	1	< 0.1%
500000	4	< 0.1%
400000	5	< 0.1%

Género
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	388
Missing (%)	1.7%
Memory size	198.8 KiB

Femenino	14775
Masculino	7416
Otro	7

Length

Max length	9
Median length	8
Mean length	8.3328228
Min length	4

Characters and Unicode

Total characters	184972
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Masculino
2nd row	Femenino
3rd row	Masculino
4th row	Femenino
5th row	Femenino

Common Values

Value	Count	Frequency (%)
Femenino	14775	65.4%
Masculino	7416	32.8%
Otro	7	< 0.1%
(Missing)	388	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
femenino	14775	66.6%
masculino	7416	33.4%
otro	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	36966	20.0%
e	29550	16.0%
o	22198	12.0%
i	22191	12.0%
F	14775	8.0%
m	14775	8.0%
M	7416	4.0%
a	7416	4.0%
s	7416	4.0%
c	7416	4.0%
Other values (5)	14853	8.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	162774	88.0%
Uppercase Letter	22198	12.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	36966	22.7%
e	29550	18.2%
o	22198	13.6%
i	22191	13.6%
m	14775	9.1%
a	7416	4.6%
s	7416	4.6%
c	7416	4.6%
u	7416	4.6%
l	7416	4.6%
Other values (2)	14	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
F	14775	66.6%
M	7416	33.4%
O	7	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	184972	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	36966	20.0%
e	29550	16.0%
o	22198	12.0%
i	22191	12.0%
F	14775	8.0%
m	14775	8.0%
M	7416	4.0%
a	7416	4.0%
s	7416	4.0%
c	7416	4.0%
Other values (5)	14853	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	184972	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	36966	20.0%
e	29550	16.0%
o	22198	12.0%
i	22191	12.0%
F	14775	8.0%
m	14775	8.0%
M	7416	4.0%
a	7416	4.0%
s	7416	4.0%
c	7416	4.0%
Other values (5)	14853	8.0%

Estado Civil
Categorical

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	2399
Missing (%)	10.6%
Memory size	199.2 KiB

Casado	9367
Soltero	6389
Concubinato	3305
Divorciado	454
Separado	421
Other values (2)	251

Length

Max length	11
Median length	10
Mean length	7.2552138
Min length	5

Characters and Unicode

Total characters	146461
Distinct characters	28
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Casado
2nd row	Casado
3rd row	Casado
4th row	Soltero
5th row	Casado

Common Values

Value	Count	Frequency (%)
Casado	9367	41.5%
Soltero	6389	28.3%
Concubinato	3305	14.6%
Divorciado	454	2.0%
Separado	421	1.9%
Viudo	248	1.1%
UNION LIBRE	3	< 0.1%
(Missing)	2399	10.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
casado	9367	46.4%
soltero	6389	31.6%
concubinato	3305	16.4%
divorciado	454	2.2%
separado	421	2.1%
viudo	248	1.2%
union	3	< 0.1%
libre	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	30332	20.7%
a	23335	15.9%
C	12672	8.7%
d	10490	7.2%
t	9694	6.6%
s	9367	6.4%
r	7264	5.0%
S	6810	4.6%
e	6810	4.6%
n	6610	4.5%
Other values (18)	23077	15.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	126244	86.2%
Uppercase Letter	20214	13.8%
Space Separator	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	30332	24.0%
a	23335	18.5%
d	10490	8.3%
t	9694	7.7%
s	9367	7.4%
r	7264	5.8%
e	6810	5.4%
n	6610	5.2%
l	6389	5.1%
i	4461	3.5%
Other values (5)	11492	9.1%

Uppercase Letter

Value	Count	Frequency (%)
C	12672	62.7%
S	6810	33.7%
D	454	2.2%
V	248	1.2%
N	6	< 0.1%
I	6	< 0.1%
U	3	< 0.1%
O	3	< 0.1%
L	3	< 0.1%
B	3	< 0.1%
Other values (2)	6	< 0.1%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	146458	> 99.9%
Common	3	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	30332	20.7%
a	23335	15.9%
C	12672	8.7%
d	10490	7.2%
t	9694	6.6%
s	9367	6.4%
r	7264	5.0%
S	6810	4.6%
e	6810	4.6%
n	6610	4.5%
Other values (17)	23074	15.8%

Common

Value	Count	Frequency (%)
	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	146461	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	30332	20.7%
a	23335	15.9%
C	12672	8.7%
d	10490	7.2%
t	9694	6.6%
s	9367	6.4%
r	7264	5.0%
S	6810	4.6%
e	6810	4.6%
n	6610	4.5%
Other values (18)	23077	15.8%

Cantidad de Hijos
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1463739

Minimum	0
Maximum	10
Zeros	7125
Zeros (%)	31.5%
Negative	0
Negative (%)	0.0%
Memory size	352.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.033426
Coefficient of variation (CV)	0.90147383
Kurtosis	1.2981693
Mean	1.1463739
Median Absolute Deviation (MAD)	1
Skewness	0.86516664
Sum	25892
Variance	1.0679694
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	7625	33.8%
0	7125	31.5%
2	5912	26.2%
3	1442	6.4%
4	337	1.5%
5	116	0.5%
6	20	0.1%
7	6	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7125	31.5%
1	7625	33.8%
2	5912	26.2%
3	1442	6.4%
4	337	1.5%
5	116	0.5%
6	20	0.1%
7	6	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	1	< 0.1%
8	1	< 0.1%
7	6	< 0.1%
6	20	0.1%
5	116	0.5%
4	337	1.5%
3	1442	6.4%
2	5912	26.2%
1	7625	33.8%

Tiene hijos
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	198.7 KiB

Si	15461
No	7125

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	45172
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	Si
3rd row	Si
4th row	No
5th row	Si

Common Values

Value	Count	Frequency (%)
Si	15461	68.5%
No	7125	31.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
si	15461	68.5%
no	7125	31.5%

Most occurring characters

Value	Count	Frequency (%)
S	15461	34.2%
i	15461	34.2%
N	7125	15.8%
o	7125	15.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	22586	50.0%
Lowercase Letter	22586	50.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	15461	68.5%
N	7125	31.5%

Lowercase Letter

Value	Count	Frequency (%)
i	15461	68.5%
o	7125	31.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45172	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	15461	34.2%
i	15461	34.2%
N	7125	15.8%
o	7125	15.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45172	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	15461	34.2%
i	15461	34.2%
N	7125	15.8%
o	7125	15.8%

Ocupación
Text

MISSING

Distinct	145
Distinct (%)	0.8%
Missing	4585
Missing (%)	20.3%
Memory size	1.5 MiB

Length

Max length	50
Median length	39
Mean length	10.300317
Min length	4

Characters and Unicode

Total characters	185416
Distinct characters	72
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	27 ?
Unique (%)	0.1%

Sample

1st row	Politico
2nd row	Jubilado
3rd row	Ingeniero
4th row	Empleado
5th row	Abogado

Value	Count	Frequency (%)
empleado	2867	13.4%
ingeniero	2838	13.2%
administrador	1458	6.8%
profesor	936	4.4%
abogado	927	4.3%
de	878	4.1%
contador	784	3.7%
otra	715	3.3%
independiente	656	3.1%
trabajador	656	3.1%
Other values (164)	8740	40.7%

Most occurring characters

Value	Count	Frequency (%)
o	20574	11.1%
e	17979	9.7%
a	15902	8.6%
r	14931	8.1%
i	14085	7.6%
n	13297	7.2%
d	13040	7.0%
t	7994	4.3%
s	7305	3.9%
m	6642	3.6%
Other values (62)	53667	28.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	159922	86.3%
Uppercase Letter	21463	11.6%
Space Separator	3454	1.9%
Other Punctuation	532	0.3%
Control	43	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	20574	12.9%
e	17979	11.2%
a	15902	9.9%
r	14931	9.3%
i	14085	8.8%
n	13297	8.3%
d	13040	8.2%
t	7994	5.0%
s	7305	4.6%
m	6642	4.2%
Other values (21)	28173	17.6%

Uppercase Letter

Value	Count	Frequency (%)
E	4088	19.0%
A	4039	18.8%
I	3704	17.3%
C	2278	10.6%
P	2067	9.6%
O	1042	4.9%
T	1025	4.8%
M	1002	4.7%
S	500	2.3%
D	454	2.1%
Other values (19)	1264	5.9%

Control

Value	Count	Frequency (%)
	28	65.1%
	9	20.9%
	3	7.0%
	1	2.3%
	1	2.3%
	1	2.3%

Other Punctuation

Value	Count	Frequency (%)
/	510	95.9%
,	15	2.8%
?	7	1.3%

Space Separator

Value	Count	Frequency (%)
	3454	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	181385	97.8%
Common	4031	2.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	20574	11.3%
e	17979	9.9%
a	15902	8.8%
r	14931	8.2%
i	14085	7.8%
n	13297	7.3%
d	13040	7.2%
t	7994	4.4%
s	7305	4.0%
m	6642	3.7%
Other values (50)	49636	27.4%

Common

Value	Count	Frequency (%)
	3454	85.7%
/	510	12.7%
	28	0.7%
,	15	0.4%
	9	0.2%
?	7	0.2%
	3	0.1%
	1	< 0.1%
	1	< 0.1%
(	1	< 0.1%
Other values (2)	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	183004	98.7%
None	2412	1.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	20574	11.2%
e	17979	9.8%
a	15902	8.7%
r	14931	8.2%
i	14085	7.7%
n	13297	7.3%
d	13040	7.1%
t	7994	4.4%
s	7305	4.0%
m	6642	3.6%
Other values (41)	51255	28.0%

None

Value	Count	Frequency (%)
ó	1167	48.4%
é	613	25.4%
ñ	328	13.6%
í	125	5.2%
á	45	1.9%
ú	34	1.4%
Ó	32	1.3%
	28	1.2%
Ñ	12	0.5%
	9	0.4%
Other values (11)	19	0.8%

Churn Probability
Real number (ℝ)

Distinct	585
Distinct (%)	2.6%
Missing	159
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.36757435

Minimum	0.0101
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	352.9 KiB

Quantile statistics

Minimum	0.0101
5-th percentile	0.0119
Q1	0.0372
median	0.34
Q3	0.57
95-th percentile	0.89
Maximum	1
Range	0.9899
Interquartile range (IQR)	0.5328

Descriptive statistics

Standard deviation	0.28711504
Coefficient of variation (CV)	0.78110738
Kurtosis	-0.82946895
Mean	0.36757435
Median Absolute Deviation (MAD)	0.26
Skewness	0.42480846
Sum	8243.5899
Variance	0.082435044
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.33	518	2.3%
0.32	513	2.3%
0.34	511	2.3%
0.36	494	2.2%
0.37	488	2.2%
0.35	485	2.1%
0.31	476	2.1%
0.3	457	2.0%
0.38	415	1.8%
0.29	392	1.7%
Other values (575)	17678	78.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0101	75	0.3%
0.0102	77	0.3%
0.0103	85	0.4%
0.0104	89	0.4%
0.0105	71	0.3%
0.0106	63	0.3%
0.0107	65	0.3%
0.0108	53	0.2%
0.0109	46	0.2%
0.011	58	0.3%

Value	Count	Frequency (%)
1	77	0.3%
0.99	84	0.4%
0.98	99	0.4%
0.97	101	0.4%
0.96	100	0.4%
0.95	101	0.4%
0.94	101	0.4%
0.93	111	0.5%
0.92	103	0.5%
0.91	119	0.5%

Lapsed Probability
Real number (ℝ)

ZEROS

Distinct	2093
Distinct (%)	9.3%
Missing	159
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.063024132

Minimum	0
Maximum	0.8815
Zeros	19654
Zeros (%)	87.0%
Negative	0
Negative (%)	0.0%
Memory size	352.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.55507
Maximum	0.8815
Range	0.8815
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.17401347
Coefficient of variation (CV)	2.7610609
Kurtosis	5.1199635
Mean	0.063024132
Median Absolute Deviation (MAD)	0
Skewness	2.5757195
Sum	1413.4422
Variance	0.030280686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19654	87.0%
0.5402	6	< 0.1%
0.5715	5	< 0.1%
0.5973	5	< 0.1%
0.5987	5	< 0.1%
0.5645	4	< 0.1%
0.558	4	< 0.1%
0.6087	4	< 0.1%
0.5824	4	< 0.1%
0.5381	4	< 0.1%
Other values (2083)	2732	12.1%
(Missing)	159	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19654	87.0%
0.089	1	< 0.1%
0.09	1	< 0.1%
0.0907	1	< 0.1%
0.0919	1	< 0.1%
0.0993	1	< 0.1%
0.1039	1	< 0.1%
0.1057	1	< 0.1%
0.1122	1	< 0.1%
0.1192	1	< 0.1%

Value	Count	Frequency (%)
0.8815	1	< 0.1%
0.8793	1	< 0.1%
0.8762	1	< 0.1%
0.8691	1	< 0.1%
0.8685	1	< 0.1%
0.8661	1	< 0.1%
0.8651	1	< 0.1%
0.8616	1	< 0.1%
0.8591	1	< 0.1%
0.8561	1	< 0.1%

RFM Segmento Actual
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	78
Missing (%)	0.3%
Memory size	2.7 MiB

Otra Clasificación	22508

Length

Max length	18
Median length	18
Mean length	18
Min length	18

Characters and Unicode

Total characters	405144
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Otra Clasificación
2nd row	Otra Clasificación
3rd row	Otra Clasificación
4th row	Otra Clasificación
5th row	Otra Clasificación

Common Values

Value	Count	Frequency (%)
Otra Clasificación	22508	99.7%
(Missing)	78	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
otra	22508	50.0%
clasificación	22508	50.0%

Most occurring characters

Value	Count	Frequency (%)
a	67524	16.7%
i	67524	16.7%
c	45016	11.1%
O	22508	5.6%
t	22508	5.6%
r	22508	5.6%
	22508	5.6%
C	22508	5.6%
l	22508	5.6%
s	22508	5.6%
Other values (3)	67524	16.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	337620	83.3%
Uppercase Letter	45016	11.1%
Space Separator	22508	5.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	67524	20.0%
i	67524	20.0%
c	45016	13.3%
t	22508	6.7%
r	22508	6.7%
l	22508	6.7%
s	22508	6.7%
f	22508	6.7%
ó	22508	6.7%
n	22508	6.7%

Uppercase Letter

Value	Count	Frequency (%)
O	22508	50.0%
C	22508	50.0%

Space Separator

Value	Count	Frequency (%)
	22508	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	382636	94.4%
Common	22508	5.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	67524	17.6%
i	67524	17.6%
c	45016	11.8%
O	22508	5.9%
t	22508	5.9%
r	22508	5.9%
C	22508	5.9%
l	22508	5.9%
s	22508	5.9%
f	22508	5.9%
Other values (2)	45016	11.8%

Common

Value	Count	Frequency (%)
	22508	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	382636	94.4%
None	22508	5.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	67524	17.6%
i	67524	17.6%
c	45016	11.8%
O	22508	5.9%
t	22508	5.9%
r	22508	5.9%
	22508	5.9%
C	22508	5.9%
l	22508	5.9%
s	22508	5.9%
Other values (2)	45016	11.8%

None

Value	Count	Frequency (%)
ó	22508	100.0%

Otra Clasificación RFM Actual
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	78
Missing (%)	0.3%
Memory size	1.6 MiB

Constantes	19095
Ideales	2699
Distantes	624
Extraviados	90

Length

Max length	11
Median length	10
Mean length	9.6165363
Min length	7

Characters and Unicode

Total characters	216449
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Constantes
2nd row	Constantes
3rd row	Constantes
4th row	Constantes
5th row	Constantes

Common Values

Value	Count	Frequency (%)
Constantes	19095	84.5%
Ideales	2699	11.9%
Distantes	624	2.8%
Extraviados	90	0.4%
(Missing)	78	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
constantes	19095	84.8%
ideales	2699	12.0%
distantes	624	2.8%
extraviados	90	0.4%

Most occurring characters

Value	Count	Frequency (%)
s	42227	19.5%
t	39528	18.3%
n	38814	17.9%
e	25117	11.6%
a	22598	10.4%
o	19185	8.9%
C	19095	8.8%
d	2789	1.3%
I	2699	1.2%
l	2699	1.2%
Other values (6)	1698	0.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	193941	89.6%
Uppercase Letter	22508	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	42227	21.8%
t	39528	20.4%
n	38814	20.0%
e	25117	13.0%
a	22598	11.7%
o	19185	9.9%
d	2789	1.4%
l	2699	1.4%
i	714	0.4%
x	90	< 0.1%
Other values (2)	180	0.1%

Uppercase Letter

Value	Count	Frequency (%)
C	19095	84.8%
I	2699	12.0%
D	624	2.8%
E	90	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	216449	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	42227	19.5%
t	39528	18.3%
n	38814	17.9%
e	25117	11.6%
a	22598	10.4%
o	19185	8.9%
C	19095	8.8%
d	2789	1.3%
I	2699	1.2%
l	2699	1.2%
Other values (6)	1698	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	216449	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	42227	19.5%
t	39528	18.3%
n	38814	17.9%
e	25117	11.6%
a	22598	10.4%
o	19185	8.9%
C	19095	8.8%
d	2789	1.3%
I	2699	1.2%
l	2699	1.2%
Other values (6)	1698	0.8%

Cantidad Cuotas Pagadas Global
Real number (ℝ)

HIGH CORRELATION

Distinct	260
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.877978

Minimum	0
Maximum	358
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	352.9 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	14
median	31
Q3	68
95-th percentile	122
Maximum	358
Range	358
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	43.241148
Coefficient of variation (CV)	0.94252515
Kurtosis	4.7904442
Mean	45.877978
Median Absolute Deviation (MAD)	21
Skewness	1.8925268
Sum	1036200
Variance	1869.7968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9	626	2.8%
12	609	2.7%
10	587	2.6%
8	585	2.6%
11	563	2.5%
14	526	2.3%
6	516	2.3%
13	509	2.3%
15	499	2.2%
16	494	2.2%
Other values (250)	17072	75.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	104	0.5%
2	130	0.6%
3	196	0.9%
4	231	1.0%
5	298	1.3%
6	516	2.3%
7	492	2.2%
8	585	2.6%
9	626	2.8%

Value	Count	Frequency (%)
358	1	< 0.1%
340	1	< 0.1%
336	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
317	1	< 0.1%
316	2	< 0.1%
312	2	< 0.1%
310	1	< 0.1%
308	2	< 0.1%

Cantidad Cuotas No Pagadas Global
Real number (ℝ)

ZEROS

Distinct	99
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5903657

Minimum	0
Maximum	118
Zeros	8950
Zeros (%)	39.6%
Negative	0
Negative (%)	0.0%
Memory size	352.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	8
95-th percentile	30
Maximum	118
Range	118
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	11.418363
Coefficient of variation (CV)	1.7325841
Kurtosis	11.560495
Mean	6.5903657
Median Absolute Deviation (MAD)	2
Skewness	2.9761687
Sum	148850
Variance	130.37902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8950	39.6%
1	2193	9.7%
2	1304	5.8%
4	1148	5.1%
3	1064	4.7%
5	848	3.8%
6	650	2.9%
8	490	2.2%
7	486	2.2%
12	404	1.8%
Other values (89)	5049	22.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8950	39.6%
1	2193	9.7%
2	1304	5.8%
3	1064	4.7%
4	1148	5.1%
5	848	3.8%
6	650	2.9%
7	486	2.2%
8	490	2.2%
9	390	1.7%

Value	Count	Frequency (%)
118	1	< 0.1%
114	1	< 0.1%
107	1	< 0.1%
105	1	< 0.1%
101	1	< 0.1%
100	1	< 0.1%
99	1	< 0.1%
96	1	< 0.1%
95	1	< 0.1%
94	1	< 0.1%

Campaña Inicial: Nombre
Text

Distinct	98
Distinct (%)	0.4%
Missing	122
Missing (%)	0.5%
Memory size	1.8 MiB

Length

Max length	46
Median length	44
Mean length	15.257968
Min length	6

Characters and Unicode

Total characters	342755
Distinct characters	66
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26 ?
Unique (%)	0.1%

Sample

1st row	COF2FR.F. 2021
2nd row	COWCB R.F.2022
3rd row	SPIF F2F 2016
4th row	COF2FR.F.2022
5th row	COWCB R.F.2022

Value	Count	Frequency (%)
f2f	7917	14.2%
cof2fr.f.2022	3926	7.0%
cowcb	3592	6.4%
spif	2864	5.1%
2019	2751	4.9%
2018	2588	4.6%
para	2486	4.5%
2021	2451	4.4%
cof2fr.f	2430	4.4%
r.f.2022	2070	3.7%
Other values (120)	22717	40.7%

Most occurring characters

Value	Count	Frequency (%)
2	54369	15.9%
F	45077	13.2%
	33537	9.8%
0	22936	6.7%
.	21692	6.3%
R	18666	5.4%
C	17803	5.2%
I	15602	4.6%
O	13862	4.0%
1	13748	4.0%
Other values (56)	85463	24.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	170875	49.9%
Decimal Number	102902	30.0%
Space Separator	33537	9.8%
Other Punctuation	22174	6.5%
Lowercase Letter	9838	2.9%
Dash Punctuation	2346	0.7%
Connector Punctuation	519	0.2%
Close Punctuation	282	0.1%
Open Punctuation	282	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1999	20.3%
s	1075	10.9%
e	1075	10.9%
a	757	7.7%
d	637	6.5%
c	615	6.3%
b	587	6.0%
u	482	4.9%
k	382	3.9%
i	369	3.8%
Other values (15)	1860	18.9%

Uppercase Letter

Value	Count	Frequency (%)
F	45077	26.4%
R	18666	10.9%
C	17803	10.4%
I	15602	9.1%
O	13862	8.1%
S	8842	5.2%
A	8200	4.8%
P	6766	4.0%
E	5987	3.5%
N	4921	2.9%
Other values (14)	25149	14.7%

Decimal Number

Value	Count	Frequency (%)
2	54369	52.8%
0	22936	22.3%
1	13748	13.4%
9	2759	2.7%
8	2588	2.5%
6	1975	1.9%
7	1333	1.3%
3	1172	1.1%
4	1133	1.1%
5	889	0.9%

Other Punctuation

Value	Count	Frequency (%)
.	21692	97.8%
#	482	2.2%

Space Separator

Value	Count	Frequency (%)
	33537	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2346	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	519	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	282	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	282	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	180713	52.7%
Common	162042	47.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
F	45077	24.9%
R	18666	10.3%
C	17803	9.9%
I	15602	8.6%
O	13862	7.7%
S	8842	4.9%
A	8200	4.5%
P	6766	3.7%
E	5987	3.3%
N	4921	2.7%
Other values (39)	34987	19.4%

Common

Value	Count	Frequency (%)
2	54369	33.6%
	33537	20.7%
0	22936	14.2%
.	21692	13.4%
1	13748	8.5%
9	2759	1.7%
8	2588	1.6%
-	2346	1.4%
6	1975	1.2%
7	1333	0.8%
Other values (7)	4759	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	341643	99.7%
None	1112	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	54369	15.9%
F	45077	13.2%
	33537	9.8%
0	22936	6.7%
.	21692	6.3%
R	18666	5.5%
C	17803	5.2%
I	15602	4.6%
O	13862	4.1%
1	13748	4.0%
Other values (53)	84351	24.7%

None

Value	Count	Frequency (%)
Ó	1052	94.6%
ó	59	5.3%
á	1	0.1%

Donante Activo
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	22586

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	22586
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	22586	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	22586	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	22586	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	22586	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	22586	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22586	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	22586	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22586	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	22586	100.0%

Edad_donacion
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.2821659

Minimum	0
Maximum	19
Zeros	439
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	264.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	3
Q3	7
95-th percentile	13
Maximum	19
Range	19
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4694451
Coefficient of variation (CV)	0.810208
Kurtosis	0.5393155
Mean	4.2821659
Median Absolute Deviation (MAD)	2
Skewness	1.0368323
Sum	96717
Variance	12.037049
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
1	5909	26.2%
2	3895	17.2%
4	2178	9.6%
7	1918	8.5%
8	1734	7.7%
6	1601	7.1%
5	1399	6.2%
3	1216	5.4%
13	1175	5.2%
9	615	2.7%
Other values (9)	946	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	439	1.9%
1	5909	26.2%
2	3895	17.2%
3	1216	5.4%
4	2178	9.6%
5	1399	6.2%
6	1601	7.1%
7	1918	8.5%
8	1734	7.7%
9	615	2.7%

Value	Count	Frequency (%)
19	26	0.1%
18	15	0.1%
17	11	< 0.1%
16	3	< 0.1%
15	3	< 0.1%
13	1175	5.2%
12	146	0.6%
11	123	0.5%
10	180	0.8%
9	615	2.7%

Auto

Heatmap
Table

	Edad	Monto Actual	Cantidad de Hijos	Churn Probability	Lapsed Probability	Cantidad Cuotas Pagadas Global	Cantidad Cuotas No Pagadas Global	Edad_donacion	Género	Estado Civil	Tiene hijos	Otra Clasificación RFM Actual
Edad	1.000	0.058	0.276	0.086	-0.109	0.383	0.112	0.370	0.066	0.211	0.282	0.174
Monto Actual	0.058	1.000	0.007	0.002	-0.021	-0.069	-0.129	-0.134	0.000	0.017	0.007	0.037
Cantidad de Hijos	0.276	0.007	1.000	0.065	0.011	-0.080	-0.049	-0.094	0.022	0.152	0.494	0.027
Churn Probability	0.086	0.002	0.065	1.000	-0.317	0.045	-0.263	-0.030	0.116	0.105	0.116	0.293
Lapsed Probability	-0.109	-0.021	0.011	-0.317	1.000	-0.251	0.288	-0.135	0.015	0.033	0.030	0.141
Cantidad Cuotas Pagadas Global	0.383	-0.069	-0.080	0.045	-0.251	1.000	0.279	0.925	0.080	0.078	0.214	0.338
Cantidad Cuotas No Pagadas Global	0.112	-0.129	-0.049	-0.263	0.288	0.279	1.000	0.475	0.054	0.023	0.127	0.132
Edad_donacion	0.370	-0.134	-0.094	-0.030	-0.135	0.925	0.475	1.000	0.083	0.077	0.257	0.322
Género	0.066	0.000	0.022	0.116	0.015	0.080	0.054	0.083	1.000	0.091	0.024	0.062
Estado Civil	0.211	0.017	0.152	0.105	0.033	0.078	0.023	0.077	0.091	1.000	0.486	0.079
Tiene hijos	0.282	0.007	0.494	0.116	0.030	0.214	0.127	0.257	0.024	0.486	1.000	0.112
Otra Clasificación RFM Actual	0.174	0.037	0.027	0.293	0.141	0.338	0.132	0.322	0.062	0.079	0.112	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Tipo de registro del contacto	Fecha de nacimiento	Fecha Aniversario Pago	Edad	Fecha de Captación	Monto Actual	Género	Estado Civil	Cantidad de Hijos	Tiene hijos	Ocupación	Churn Probability	Lapsed Probability	RFM Segmento Actual	Otra Clasificación RFM Actual	Cantidad Cuotas Pagadas Global	Cantidad Cuotas No Pagadas Global	Campaña Inicial: Nombre	Donante Activo	Edad_donacion
PSN
1020456818	Donante	1964-06-16	2023-07-01	59.0	2021-06-19	30000.0	Masculino	Casado	0.0	No	NaN	0.5900	0.000	Otra Clasificación	Constantes	26	0	COF2FR.F. 2021	1	2
1020483942	Donante	1975-08-28	2023-10-01	47.0	2022-10-01	50000.0	Femenino	Casado	1.0	Si	Politico	0.7800	0.000	Otra Clasificación	Constantes	10	0	COWCB R.F.2022	1	1
1020276927	Donante	1941-09-23	2023-01-31	81.0	2015-12-29	20000.0	Masculino	Casado	2.0	Si	Jubilado	0.5300	0.000	Otra Clasificación	Constantes	81	10	SPIF F2F 2016	1	8
1020476173	Donante	1988-10-28	2023-04-18	34.0	2022-04-17	30000.0	Femenino	Soltero	0.0	No	Ingeniero	0.9500	0.000	Otra Clasificación	Constantes	16	0	COF2FR.F.2022	1	1
1020483943	Donante	1982-04-22	2023-10-01	41.0	2022-10-01	30000.0	Femenino	Casado	2.0	Si	Empleado	0.9200	0.000	Otra Clasificación	Constantes	10	0	COWCB R.F.2022	1	1
1020276943	Donante	1985-03-04	2023-01-31	38.0	2015-12-29	20000.0	Femenino	Concubinato	2.0	Si	NaN	0.0104	0.581	Otra Clasificación	Constantes	37	59	SPIF F2F 2016	1	8
1020483945	Donante	1994-04-17	2023-12-01	29.0	2022-10-01	30000.0	Femenino	Casado	1.0	Si	Abogado	0.0299	0.000	Otra Clasificación	Distantes	6	3	COWCB R.F.2022	1	1
1020476245	Donante	1988-08-09	2023-05-01	34.0	2022-04-17	30000.0	Masculino	Soltero	1.0	Si	Diseñador	0.8700	0.000	Otra Clasificación	Constantes	15	0	COF2FR.F.2022	1	1
1020483951	Donante	1992-11-28	2023-10-12	30.0	2022-10-01	50000.0	Femenino	Casado	1.0	Si	Empleado	0.0128	0.000	Otra Clasificación	Constantes	10	1	COF2FR.F.2022	1	1
1020438938	Donante	1979-05-28	2023-01-08	44.0	2018-12-10	50000.0	Femenino	Casado	2.0	Si	Ingeniero	0.3100	0.000	Otra Clasificación	Constantes	36	20	SOYSUVOZ_Facebook-Ads	1	5

	Tipo de registro del contacto	Fecha de nacimiento	Fecha Aniversario Pago	Edad	Fecha de Captación	Monto Actual	Género	Estado Civil	Cantidad de Hijos	Tiene hijos	Ocupación	Churn Probability	Lapsed Probability	RFM Segmento Actual	Otra Clasificación RFM Actual	Cantidad Cuotas Pagadas Global	Cantidad Cuotas No Pagadas Global	Campaña Inicial: Nombre	Donante Activo	Edad_donacion
PSN
1020436623	Donante	1987-01-18	2023-10-01	36.0	2018-09-14	30000.0	Femenino	Soltero	1.0	Si	Ingeniero	0.42	0.0	Otra Clasificación	Constantes	59	0	F2F RE-INVERSIÓN 2018	1	5
1020436631	Donante	1974-07-30	2023-12-20	49.0	2018-09-23	30000.0	Femenino	Soltero	1.0	Si	Ingeniero	0.39	0.0	Otra Clasificación	Constantes	45	13	IF4C F2F II 2018	1	5
1020436658	Donante	1990-12-26	2023-10-31	32.0	2018-09-19	50000.0	Femenino	Soltero	1.0	Si	Ingeniero	0.20	0.0	Otra Clasificación	Constantes	57	6	COWCB R.F.2022	1	5
1020436681	Donante	1966-05-19	2023-10-25	57.0	2018-09-18	25000.0	Masculino	Casado	2.0	Si	Empleado	0.27	0.0	Otra Clasificación	Constantes	58	0	F2F RE-INVERSIÓN 2018	1	5
1020436695	Donante	1961-01-01	2023-01-30	62.0	2018-09-30	50000.0	Femenino	Casado	2.0	Si	Abogado	0.29	0.0	Otra Clasificación	Constantes	50	8	F2F REINV 2018 PARA 2019	1	5
1020436727	Donante	1978-06-27	2023-10-05	45.0	2018-09-29	50000.0	Masculino	Casado	2.0	Si	Ingeniero	0.30	0.0	Otra Clasificación	Ideales	57	1	IF4C F2F II 2018	1	5
1020438489	Donante	1987-06-19	2023-10-25	36.0	2018-10-13	50000.0	Masculino	Concubinato	1.0	Si	Empleado	0.30	0.0	Otra Clasificación	Constantes	58	0	F2F RE-INVERSIÓN 2018	1	5
1020438498	Donante	1971-08-19	2023-01-02	51.0	2018-10-13	60000.0	Masculino	Casado	2.0	Si	Diseñador	0.22	0.0	Otra Clasificación	Constantes	56	0	F2F REINV 2018 PARA 2019	1	5
1020438513	Donante	1979-06-04	2023-02-15	44.0	2018-10-15	15000.0	Femenino	Soltero	1.0	Si	Químico Farmacéutico	0.37	0.0	Otra Clasificación	Constantes	48	6	F2F REINV 2018 PARA 2019	1	5
1020438536	Donante	1976-12-19	2023-11-01	46.0	2018-10-13	35000.0	Masculino	Concubinato	3.0	Si	Policía/Militar	0.26	0.0	Otra Clasificación	Constantes	57	0	IF4C F2F II 2018	1	5

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Control

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length